https://www.selleckchem.com/products/Rolipram.html type separation. Hazard ratio analysis also shows that the proposed methodology performs better. Furthermore, pathway over-representation analyses were carried to identify relevant genetic pathways which can be possible targets for treatment. The results suggest that the use of median absolute deviation and a robust clustering methodology are helpful in achieving greater separation among the subtypes with better statistical and clinical significance. The results suggest that the use of median absolute deviation and a robust clustering methodology are helpful in achieving greater separation among the subtypes with better statistical and clinical significance. We aimed to evaluate the efficacy of different antibiotic regimens for the treatment of Clostridioides difficile infection (CDI) with regard to the CDI episode number and disease severity. An observation cohort study included 271 CDI patients hospitalised between 2013-2016. Univariate logistic regression was used to evaluate the association between patients' clinical outcome (sustained clinical cure or recurrence) in a 60-day follow-up and the antibiotic regimen used (oral metronidazole, oral vancomycin, combination of oral vancomycin and metronidazole, oral fidaxomicin). Subgroup analyses, based on CDI episode number and severity, were performed. In the overall population, fidaxomicin was superior to metronidazole, vancomycin or their combination, for a sustained clinical response and in the prevention of recurrent CDI (rCDI). In the subgroup analyses, fidaxomicin was superior to vancomycin or metronidazole for a sustained clinical response and in the prevention of rCDI in the initial episode, first recurrence and non-severe cases. In the oral treatment of severe CDI, fidaxomicin had a similar treatment outcome to vancomycin and none of the antibiotic treatments were superior in the prevention of rCDI. Fidaxomicin, vancomycin, or a combination of metronidazole